Table Data - All Employees: Construction: Heavy and Civil Engineering Construction in Pennsylvania
| Title | All Employees: Construction: Heavy and Civil Engineering Construction in Pennsylvania |
|---|---|
| Series ID | SMU42000002023700001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 10:38 AM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 31.2656216625 |
| 1990-02-01 | 31.3011575882 |
| 1990-03-01 | 31.9281862693 |
| 1990-04-01 | 30.4108880731 |
| 1990-05-01 | 31.4180814205 |
| 1990-06-01 | 31.5933886160 |
| 1990-07-01 | 31.3478017134 |
| 1990-08-01 | 31.4950975467 |
| 1990-09-01 | 31.9899649081 |
| 1990-10-01 | 30.5480298873 |
| 1990-11-01 | 29.6320878914 |
| 1990-12-01 | 29.4655759567 |
| 1991-01-01 | 28.3462057390 |
| 1991-02-01 | 28.0678196892 |
| 1991-03-01 | 27.9383855103 |
| 1991-04-01 | 28.0485431781 |
| 1991-05-01 | 27.4165238468 |
| 1991-06-01 | 27.3369742746 |
| 1991-07-01 | 27.2625477176 |
| 1991-08-01 | 27.0354009631 |
| 1991-09-01 | 26.6998053262 |
| 1991-10-01 | 26.5370228547 |
| 1991-11-01 | 26.7511595259 |
| 1991-12-01 | 27.1146351086 |
| 1992-01-01 | 27.9904426745 |
| 1992-02-01 | 27.7233406902 |
| 1992-03-01 | 28.1734192814 |
| 1992-04-01 | 27.9600576002 |
| 1992-05-01 | 27.7668420023 |
| 1992-06-01 | 27.7456460317 |
| 1992-07-01 | 27.4865372554 |
| 1992-08-01 | 27.3170567245 |
| 1992-09-01 | 27.1044822364 |
| 1992-10-01 | 27.0259650212 |
| 1992-11-01 | 26.5276245125 |
| 1992-12-01 | 26.0586937583 |
| 1993-01-01 | 25.8921929884 |
| 1993-02-01 | 26.2536431792 |
| 1993-03-01 | 25.3639387695 |
| 1993-04-01 | 25.2902604510 |
| 1993-05-01 | 25.9650242279 |
| 1993-06-01 | 25.4641793548 |
| 1993-07-01 | 25.2364798404 |
| 1993-08-01 | 24.6870512249 |
| 1993-09-01 | 25.3367622733 |
| 1993-10-01 | 25.1109572072 |
| 1993-11-01 | 25.7260308995 |
| 1993-12-01 | 25.9928765989 |
| 1994-01-01 | 24.7023155812 |
| 1994-02-01 | 24.5624194418 |
| 1994-03-01 | 24.1291037028 |
| 1994-04-01 | 24.8712761177 |
| 1994-05-01 | 25.5521237838 |
| 1994-06-01 | 25.8843851810 |
| 1994-07-01 | 26.4665118182 |
| 1994-08-01 | 26.8687086667 |
| 1994-09-01 | 26.9958000817 |
| 1994-10-01 | 27.4369697351 |
| 1994-11-01 | 27.7987562477 |
| 1994-12-01 | 27.6584918702 |
| 1995-01-01 | 27.4149331059 |
| 1995-02-01 | 25.7810817924 |
| 1995-03-01 | 26.1203182802 |
| 1995-04-01 | 26.3915141141 |
| 1995-05-01 | 25.1251642803 |
| 1995-06-01 | 24.9273959248 |
| 1995-07-01 | 24.9695497854 |
| 1995-08-01 | 24.8401596617 |
| 1995-09-01 | 25.1220235295 |
| 1995-10-01 | 24.8093206782 |
| 1995-11-01 | 24.6622607223 |
| 1995-12-01 | 24.5494185449 |
| 1996-01-01 | 23.2771815621 |
| 1996-02-01 | 24.8095627734 |
| 1996-03-01 | 25.1078136329 |
| 1996-04-01 | 24.0908438141 |
| 1996-05-01 | 24.4224167767 |
| 1996-06-01 | 24.7908920039 |
| 1996-07-01 | 24.5279245745 |
| 1996-08-01 | 25.2522074313 |
| 1996-09-01 | 25.0927208065 |
| 1996-10-01 | 25.3628990249 |
| 1996-11-01 | 25.4945170098 |
| 1996-12-01 | 25.8883532684 |
| 1997-01-01 | 26.0594308161 |
| 1997-02-01 | 25.8339721504 |
| 1997-03-01 | 26.3419295881 |
| 1997-04-01 | 26.0894583889 |
| 1997-05-01 | 26.1390808037 |
| 1997-06-01 | 25.8720073401 |
| 1997-07-01 | 26.4936825930 |
| 1997-08-01 | 26.4762050560 |
| 1997-09-01 | 26.3933231567 |
| 1997-10-01 | 26.6395898512 |
| 1997-11-01 | 26.3077562233 |
| 1997-12-01 | 26.5628669074 |
| 1998-01-01 | 27.1761046134 |
| 1998-02-01 | 27.1873057608 |
| 1998-03-01 | 27.1087840021 |
| 1998-04-01 | 27.6111491533 |
| 1998-05-01 | 26.9566151808 |
| 1998-06-01 | 27.2312738361 |
| 1998-07-01 | 27.1587952068 |
| 1998-08-01 | 26.7981478701 |
| 1998-09-01 | 26.3602488918 |
| 1998-10-01 | 27.1340789666 |
| 1998-11-01 | 27.2887283778 |
| 1998-12-01 | 28.2419486558 |
| 1999-01-01 | 27.3190258391 |
| 1999-02-01 | 27.8420592311 |
| 1999-03-01 | 27.4521367804 |
| 1999-04-01 | 28.2235300588 |
| 1999-05-01 | 28.8161863224 |
| 1999-06-01 | 28.8272652910 |
| 1999-07-01 | 28.6445571212 |
| 1999-08-01 | 28.4686727882 |
| 1999-09-01 | 28.6450887499 |
| 1999-10-01 | 28.9638939295 |
| 1999-11-01 | 29.5224938606 |
| 1999-12-01 | 30.0241995670 |
| 2000-01-01 | 29.9543363536 |
| 2000-02-01 | 29.0071904162 |
| 2000-03-01 | 30.2412246894 |
| 2000-04-01 | 30.0947295216 |
| 2000-05-01 | 30.2518087736 |
| 2000-06-01 | 29.9974025217 |
| 2000-07-01 | 30.0380754623 |
| 2000-08-01 | 30.0934820143 |
| 2000-09-01 | 30.1542057182 |
| 2000-10-01 | 30.3279691237 |
| 2000-11-01 | 30.6159336448 |
| 2000-12-01 | 30.2540943362 |
| 2001-01-01 | 30.6999319615 |
| 2001-02-01 | 30.5797893630 |
| 2001-03-01 | 30.6844969710 |
| 2001-04-01 | 31.6672688926 |
| 2001-05-01 | 32.0873641486 |
| 2001-06-01 | 32.1687678746 |
| 2001-07-01 | 31.7622722769 |
| 2001-08-01 | 31.8802734839 |
| 2001-09-01 | 31.4800859195 |
| 2001-10-01 | 30.9716965864 |
| 2001-11-01 | 31.1963964340 |
| 2001-12-01 | 31.2853200047 |
| 2002-01-01 | 31.0042021895 |
| 2002-02-01 | 31.5135960798 |
| 2002-03-01 | 31.4388900061 |
| 2002-04-01 | 30.7152242425 |
| 2002-05-01 | 30.7726010405 |
| 2002-06-01 | 30.9083504426 |
| 2002-07-01 | 31.0956595204 |
| 2002-08-01 | 31.3731074935 |
| 2002-09-01 | 31.4899968838 |
| 2002-10-01 | 31.3751714771 |
| 2002-11-01 | 30.6659182458 |
| 2002-12-01 | 30.6977741424 |
| 2003-01-01 | 31.2367832177 |
| 2003-02-01 | 31.1247317641 |
| 2003-03-01 | 30.5395336181 |
| 2003-04-01 | 29.8094518487 |
| 2003-05-01 | 30.4304424639 |
| 2003-06-01 | 30.4884675759 |
| 2003-07-01 | 30.5562136899 |
| 2003-08-01 | 30.2108945792 |
| 2003-09-01 | 29.8461789986 |
| 2003-10-01 | 29.9557300345 |
| 2003-11-01 | 30.1496453611 |
| 2003-12-01 | 30.1426624347 |
| 2004-01-01 | 29.2573500888 |
| 2004-02-01 | 29.0333855266 |
| 2004-03-01 | 29.3681063294 |
| 2004-04-01 | 29.2591016884 |
| 2004-05-01 | 29.9274840840 |
| 2004-06-01 | 30.0039494862 |
| 2004-07-01 | 30.5466149833 |
| 2004-08-01 | 30.7970559724 |
| 2004-09-01 | 31.2491114267 |
| 2004-10-01 | 31.7632933741 |
| 2004-11-01 | 31.6303100828 |
| 2004-12-01 | 32.8993666690 |
| 2005-01-01 | 32.3941243823 |
| 2005-02-01 | 31.9289242715 |
| 2005-03-01 | 31.3962880150 |
| 2005-04-01 | 32.8972977856 |
| 2005-05-01 | 32.3575584511 |
| 2005-06-01 | 32.3788852432 |
| 2005-07-01 | 32.6581452026 |
| 2005-08-01 | 32.8773338468 |
| 2005-09-01 | 33.1385177096 |
| 2005-10-01 | 33.5979140606 |
| 2005-11-01 | 34.4461493571 |
| 2005-12-01 | 34.1299995706 |
| 2006-01-01 | 33.9842873965 |
| 2006-02-01 | 34.8559435091 |
| 2006-03-01 | 35.0057361045 |
| 2006-04-01 | 34.9863714778 |
| 2006-05-01 | 34.1216598358 |
| 2006-06-01 | 34.2942584838 |
| 2006-07-01 | 34.2474342674 |
| 2006-08-01 | 34.1164996479 |
| 2006-09-01 | 34.3931100915 |
| 2006-10-01 | 33.6350458832 |
| 2006-11-01 | 32.9450485646 |
| 2006-12-01 | 34.1665547873 |
| 2007-01-01 | 35.0648210964 |
| 2007-02-01 | 33.9775602539 |
| 2007-03-01 | 34.2819330165 |
| 2007-04-01 | 33.5879964202 |
| 2007-05-01 | 34.4474133723 |
| 2007-06-01 | 34.3722733666 |
| 2007-07-01 | 33.8696746805 |
| 2007-08-01 | 33.9021926126 |
| 2007-09-01 | 33.9430836299 |
| 2007-10-01 | 34.2134513489 |
| 2007-11-01 | 33.5449783313 |
| 2007-12-01 | 33.4631327026 |
| 2008-01-01 | 34.2415106267 |
| 2008-02-01 | 34.1922374109 |
| 2008-03-01 | 33.7373038325 |
| 2008-04-01 | 33.6261684276 |
| 2008-05-01 | 34.4560724060 |
| 2008-06-01 | 33.3423632949 |
| 2008-07-01 | 32.9065763713 |
| 2008-08-01 | 32.9478580004 |
| 2008-09-01 | 32.8268434867 |
| 2008-10-01 | 32.2331583768 |
| 2008-11-01 | 31.2977244731 |
| 2008-12-01 | 31.9342969151 |
| 2009-01-01 | 32.3087660280 |
| 2009-02-01 | 31.8247456315 |
| 2009-03-01 | 31.5238429609 |
| 2009-04-01 | 31.7055033927 |
| 2009-05-01 | 30.7892702195 |
| 2009-06-01 | 30.7134461231 |
| 2009-07-01 | 30.9155397798 |
| 2009-08-01 | 30.8836747675 |
| 2009-09-01 | 30.5490476751 |
| 2009-10-01 | 31.3542405001 |
| 2009-11-01 | 31.2506756070 |
| 2009-12-01 | 31.2453673401 |
| 2010-01-01 | 30.6639661235 |
| 2010-02-01 | 29.8106342553 |
| 2010-03-01 | 30.5235141293 |
| 2010-04-01 | 32.9077527830 |
| 2010-05-01 | 32.5699033281 |
| 2010-06-01 | 32.2056634177 |
| 2010-07-01 | 32.0172697119 |
| 2010-08-01 | 31.6039357365 |
| 2010-09-01 | 31.2451088043 |
| 2010-10-01 | 30.9150864864 |
| 2010-11-01 | 31.6134223769 |
| 2010-12-01 | 32.0569499582 |
| 2011-01-01 | 32.2813517664 |
| 2011-02-01 | 31.8366788832 |
| 2011-03-01 | 33.0516406513 |
| 2011-04-01 | 33.5075031150 |
| 2011-05-01 | 32.9463011972 |
| 2011-06-01 | 34.4478819455 |
| 2011-07-01 | 35.9711451771 |
| 2011-08-01 | 35.9732971896 |
| 2011-09-01 | 36.3104896428 |
| 2011-10-01 | 36.6060612367 |
| 2011-11-01 | 36.7750028698 |
| 2011-12-01 | 36.3471898439 |
| 2012-01-01 | 36.0908304074 |
| 2012-02-01 | 37.2119637720 |
| 2012-03-01 | 37.0014611884 |
| 2012-04-01 | 36.2201300445 |
| 2012-05-01 | 35.6050832462 |
| 2012-06-01 | 35.8071657263 |
| 2012-07-01 | 35.5629152319 |
| 2012-08-01 | 35.5248077806 |
| 2012-09-01 | 35.9911080422 |
| 2012-10-01 | 36.9614633098 |
| 2012-11-01 | 35.4726232904 |
| 2012-12-01 | 35.6719374111 |
| 2013-01-01 | 35.1570658580 |
| 2013-02-01 | 34.8341294641 |
| 2013-03-01 | 34.5551795709 |
| 2013-04-01 | 33.8620843196 |
| 2013-05-01 | 34.2007824589 |
| 2013-06-01 | 33.8551654888 |
| 2013-07-01 | 33.5951388400 |
| 2013-08-01 | 33.5281384718 |
| 2013-09-01 | 33.2246846534 |
| 2013-10-01 | 32.7449006525 |
| 2013-11-01 | 32.4391375734 |
| 2013-12-01 | 31.5921836024 |
| 2014-01-01 | 33.2176031592 |
| 2014-02-01 | 33.9578265795 |
| 2014-03-01 | 33.8421819180 |
| 2014-04-01 | 34.6311102321 |
| 2014-05-01 | 35.0304887802 |
| 2014-06-01 | 35.2394964926 |
| 2014-07-01 | 34.6643581084 |
| 2014-08-01 | 34.4982407536 |
| 2014-09-01 | 33.6720589203 |
| 2014-10-01 | 35.1186925192 |
| 2014-11-01 | 35.1367460347 |
| 2014-12-01 | 34.3637157219 |
| 2015-01-01 | 34.7798649431 |
| 2015-02-01 | 34.0440593306 |
| 2015-03-01 | 32.6742620070 |
| 2015-04-01 | 34.4973722486 |
| 2015-05-01 | 35.1747400947 |
| 2015-06-01 | 34.7871809708 |
| 2015-07-01 | 35.2227402244 |
| 2015-08-01 | 35.9527003992 |
| 2015-09-01 | 35.8423937248 |
| 2015-10-01 | 35.6660701559 |
| 2015-11-01 | 35.3231787848 |
| 2015-12-01 | 35.5065710541 |
| 2016-01-01 | 34.6617106675 |
| 2016-02-01 | 33.7097767018 |
| 2016-03-01 | 34.3657389434 |
| 2016-04-01 | 33.9599733733 |
| 2016-05-01 | 33.2977666240 |
| 2016-06-01 | 33.5864598553 |
| 2016-07-01 | 33.7619314205 |
| 2016-08-01 | 33.7549724764 |
| 2016-09-01 | 34.3637413092 |
| 2016-10-01 | 34.9138646994 |
| 2016-11-01 | 35.4969361417 |
| 2016-12-01 | 34.7113493063 |
| 2017-01-01 | 35.5321643249 |
| 2017-02-01 | 36.2691583479 |
| 2017-03-01 | 35.8228313311 |
| 2017-04-01 | 36.7473007943 |
| 2017-05-01 | 39.8509201746 |
| 2017-06-01 | 40.6004777084 |
| 2017-07-01 | 41.5678902222 |
| 2017-08-01 | 41.5871546442 |
| 2017-09-01 | 41.7128213753 |
| 2017-10-01 | 41.5711845924 |
| 2017-11-01 | 42.4763302070 |
| 2017-12-01 | 43.3028718171 |
| 2018-01-01 | 42.1885948447 |
| 2018-02-01 | 43.2212535940 |
| 2018-03-01 | 44.0727455132 |
| 2018-04-01 | 43.9215993099 |
| 2018-05-01 | 43.0524362431 |
| 2018-06-01 | 43.0463092890 |
| 2018-07-01 | 42.2697125735 |
| 2018-08-01 | 41.5725333312 |
| 2018-09-01 | 41.5811581115 |
| 2018-10-01 | 41.6914148162 |
| 2018-11-01 | 40.1318813517 |
| 2018-12-01 | 41.0551286556 |
| 2019-01-01 | 41.1464818020 |
| 2019-02-01 | 41.1098398736 |
| 2019-03-01 | 40.5381606452 |
| 2019-04-01 | 41.5304468572 |
| 2019-05-01 | 42.1417866322 |
| 2019-06-01 | 41.9664651445 |
| 2019-07-01 | 42.0454430972 |
| 2019-08-01 | 42.4368868730 |
| 2019-09-01 | 42.3664361305 |
| 2019-10-01 | 42.0577459433 |
| 2019-11-01 | 40.5462448061 |
| 2019-12-01 | 40.7437552226 |
| 2020-01-01 | 41.8716559398 |
| 2020-02-01 | 42.3384452689 |
| 2020-03-01 | 41.1228793538 |
| 2020-04-01 | 25.0363064317 |
| 2020-05-01 | 32.6918161882 |
| 2020-06-01 | 35.5964300539 |
| 2020-07-01 | 35.9254294476 |
| 2020-08-01 | 37.0020672052 |
| 2020-09-01 | 37.1141301223 |
| 2020-10-01 | 37.4240850975 |
| 2020-11-01 | 38.4964818025 |
| 2020-12-01 | 38.3397364080 |
| 2021-01-01 | 37.8595179680 |
| 2021-02-01 | 37.2428577721 |
| 2021-03-01 | 38.3371828649 |
| 2021-04-01 | 38.5971429777 |
| 2021-05-01 | 38.1992033096 |
| 2021-06-01 | 37.9157885707 |
| 2021-07-01 | 38.2326272096 |
| 2021-08-01 | 37.6291193027 |
| 2021-09-01 | 37.0335786133 |
| 2021-10-01 | 36.8283542968 |
| 2021-11-01 | 36.2910964841 |
| 2021-12-01 | 35.9832592850 |
| 2022-01-01 | 35.2652661672 |
| 2022-02-01 | 35.0120779777 |
| 2022-03-01 | 34.6637935929 |
| 2022-04-01 | 34.3893438366 |
| 2022-05-01 | 33.7238815313 |
| 2022-06-01 | 33.5256965683 |
| 2022-07-01 | 32.8906485436 |
| 2022-08-01 | 32.5889953381 |
| 2022-09-01 | 32.5258710349 |
| 2022-10-01 | 32.5318137941 |
| 2022-11-01 | 32.8132016533 |
| 2022-12-01 | 32.7302201183 |
| 2023-01-01 | 33.1570432484 |
| 2023-02-01 | 33.1151355554 |
| 2023-03-01 | 32.8280771481 |
| 2023-04-01 | 32.7817163513 |
| 2023-05-01 | 33.6682141530 |
| 2023-06-01 | 33.3387097556 |
| 2023-07-01 | 33.2874354529 |
| 2023-08-01 | 33.2843195809 |
| 2023-09-01 | 33.3689640261 |
| 2023-10-01 | 33.0977079080 |
| 2023-11-01 | 32.7901260525 |
| 2023-12-01 | 32.8971445005 |
| 2024-01-01 | 33.0479524986 |
| 2024-02-01 | 32.7666864308 |
| 2024-03-01 | 32.6449043305 |
| 2024-04-01 | 32.4862714428 |
| 2024-05-01 | 32.2821450708 |
| 2024-06-01 | 32.3713575054 |
| 2024-07-01 | 32.3767172338 |
| 2024-08-01 | 32.4369362606 |
| 2024-09-01 | 32.4484717751 |
| 2024-10-01 | 32.8504711954 |
| 2024-11-01 | 32.7661301747 |
| 2024-12-01 | 32.6732180097 |
| 2025-01-01 | 32.5512745620 |
| 2025-02-01 | 32.9908547419 |
| 2025-03-01 | 33.1907802389 |
| 2025-04-01 | 32.5750531346 |
| 2025-05-01 | 34.0031658160 |
| 2025-06-01 | 33.5360644968 |
| 2025-07-01 | 33.5696630217 |
| 2025-08-01 | 33.5251835701 |
| 2025-09-01 | 33.5879007051 |
| 2025-10-01 | 32.5746389132 |
| 2025-11-01 | 33.6760941167 |
| 2025-12-01 | 34.0454225728 |
| 2026-01-01 | 35.7477477322 |
| 2026-02-01 | 34.6964582005 |
| 2026-03-01 | 33.8028961413 |
| 2026-04-01 | 32.8192745214 |
| 2026-05-01 | 32.1184285063 |
| 2026-06-01 | 32.4962038393 |
| 2026-07-01 | 32.4121920379 |
| 2026-08-01 | 32.3703691784 |
| 2026-09-01 | 32.4124377249 |